Paper Citation Record · LEDGER

LearnAct: Few-Shot Mobile GUI Agent with a Unified Demonstration Benchmark

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 12 inbound Pith citation observations for arXiv:2504.13805.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2504.13805 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 12 of 12 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 12 of 12 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-09T10:29:38.425385Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-07-04T08:39:42.589493Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 05d2c9f8-2101-421d-9140-b7ed72889ed8 · inbound

MobileA3gent: Training Mobile GUI Agents Using Decentralized Self-Sourced Data from Diverse Users cites this paper.

MobileA3gent: Training Mobile GUI Agents Using Decentralized Self-Sourced Data from Diverse Users LearnAct: Few-Shot Mobile GUI Agent with a Unified Demonstration Benchmark

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-09T10:29:38.425385Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d4616db-bd25-4416-9d4e-8a7fec0c8bd7 · inbound

SafeMobile: Chain-level Jailbreak Detection and Automated Evaluation for Multimodal Mobile Agents cites this paper.

SafeMobile: Chain-level Jailbreak Detection and Automated Evaluation for Multimodal Mobile Agents LearnAct: Few-Shot Mobile GUI Agent with a Unified Demonstration Benchmark

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-06T21:11:18.366808Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 92d33c4c-fc15-4172-bd13-c291ede992fc · inbound

CogDDN: A Cognitive Demand-Driven Navigation with Decision Optimization and Dual-Process Thinking cites this paper.

CogDDN: A Cognitive Demand-Driven Navigation with Decision Optimization and Dual-Process Thinking LearnAct: Few-Shot Mobile GUI Agent with a Unified Demonstration Benchmark

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T17:18:26.686384Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 16c9adcf-5fba-448a-990e-c35278f048d0 · inbound

MAS-Bench: A Unified Benchmark for Shortcut-Augmented Hybrid Mobile GUI Agents cites this paper.

MAS-Bench: A Unified Benchmark for Shortcut-Augmented Hybrid Mobile GUI Agents LearnAct: Few-Shot Mobile GUI Agent with a Unified Demonstration Benchmark

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-05-18T18:42:48.194416Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 861aa6bc-aa60-4c00-8f50-3bf4af651be8 · inbound

Skill-SD: Skill-Conditioned Self-Distillation for Multi-turn LLM Agents cites this paper.

Skill-SD: Skill-Conditioned Self-Distillation for Multi-turn LLM Agents LearnAct: Few-Shot Mobile GUI Agent with a Unified Demonstration Benchmark

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-11T10:31:01.066712Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d72f3769-d676-408b-8e40-3902e46c46f3 · inbound

RiskWebWorld: A Realistic Interactive Benchmark for GUI Agents in E-commerce Risk Management cites this paper.

RiskWebWorld: A Realistic Interactive Benchmark for GUI Agents in E-commerce Risk Management LearnAct: Few-Shot Mobile GUI Agent with a Unified Demonstration Benchmark

Reference 28

Resolution: verified exact; arxiv_id, observed 2026-05-10T13:45:28.636824Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5adc19c5-d9e9-455e-8c4a-d3feb0d4d992 · inbound

OS-SPEAR: A Toolkit for the Safety, Performance,Efficiency, and Robustness Analysis of OS Agents cites this paper.

OS-SPEAR: A Toolkit for the Safety, Performance,Efficiency, and Robustness Analysis of OS Agents LearnAct: Few-Shot Mobile GUI Agent with a Unified Demonstration Benchmark

Reference 70

Resolution: verified exact; arxiv_id, observed 2026-05-11T21:56:11.795373Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f4834ad8-0db4-466f-bd60-34702f34ba46 · inbound

SE-GA: Memory-Augmented Self-Evolution for GUI Agents cites this paper.

SE-GA: Memory-Augmented Self-Evolution for GUI Agents LearnAct: Few-Shot Mobile GUI Agent with a Unified Demonstration Benchmark

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-05-19T20:42:46.430427Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6eca2556-705a-48c5-8854-86ed62f5af93 · inbound

Automating SKILL.md Generation for Computer-Using Agents via Interaction Trajectory Mining cites this paper.

Automating SKILL.md Generation for Computer-Using Agents via Interaction Trajectory Mining LearnAct: Few-Shot Mobile GUI Agent with a Unified Demonstration Benchmark

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-07-04T04:19:34.974837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5ec46c04-2b75-4529-8bb2-f05eabf1cc32 · inbound

How Should Agents Read Demonstrations? Hierarchical Structure Beats Flat Action Logs cites this paper.

How Should Agents Read Demonstrations? Hierarchical Structure Beats Flat Action Logs LearnAct: Few-Shot Mobile GUI Agent with a Unified Demonstration Benchmark

Reference 8

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T04:39:35.054292Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4df9e2da-7e71-4890-9341-4cff5312f97e · inbound

MetaPS: Adaptive Programmatic Strategy Selection for Market Agents cites this paper.

MetaPS: Adaptive Programmatic Strategy Selection for Market Agents LearnAct: Few-Shot Mobile GUI Agent with a Unified Demonstration Benchmark

Reference 134

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T08:39:42.591354Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation bbcf28b3-5c3a-4cb4-869f-6521f2287eb6 · inbound

Bridging VideoQA and Video-Guided Agentic Tasks via Generalized Keyframe Extraction cites this paper.

Bridging VideoQA and Video-Guided Agentic Tasks via Generalized Keyframe Extraction LearnAct: Few-Shot Mobile GUI Agent with a Unified Demonstration Benchmark

Reference 32

Resolution: metadata mismatch; arxiv_id, observed 2026-06-30T07:54:22.393992Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.